[#Script #Coding] TensorFlow Course – Building and Evaluating Medical AI Models

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TensorFlow Course – Building and Evaluating Medical AI Models

By freeCodeCamp.org
Published: Aug 03, 2023

freeCodeCamp.org Learn how to build and evaluate medical AI models with TensorFlow. This is a great, real world project for improving your machine learning skills. You will use TensorFlow to evaluate chest x-rays.

✏️ Dr. Jason Adleberg teaches this course.
Jason on Twitter: https://www.twitter.com/pixels2patients
Jason on Linkedin: https://www.linkedin.com/in/jason-adleberg-6b444b52

💻 Colab Notebook: https://colab.research.google.com/drive/1klBxr93NYXrLFOVMXhm0RbVm5PIjfXQn

⭐️ Course Contents ⭐️
⌨️ (0:00:00) Intro
⌨️ (0:01:11) Getting started with Google Colab
⌨️ (0:01:50) Facts about Chest X-Rays
⌨️ (0:06:36) 1. Defining a Problem
⌨️ (0:12:33) 2. Preparing the Data
⌨️ (0:19:45) 3. Training the Model
⌨️ (0:32:00) 4. Running the Model
⌨️ (0:37:05) 5a. Evaluating Performance
⌨️ (0:48:44) 5b. Stats: Histogram, Sensitivity & Specificity
⌨️ (1:01:00) 5c. Stats: AUC Curve
⌨️ (1:08:19) 6. Saving our Model

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